Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 7998 |
| Missing cells | 18003 |
| Missing cells (%) | 16.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 874.9 KiB |
| Average record size in memory | 112.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 13 |
Variable descriptions
| co_gt | stuendlich gemittelte CO-Konzentration |
|---|---|
| pt08_s1_co | stuendlich gemittelte Sensorreaktion (nominell auf CO ausgerichtet) (Zinnoxid) |
| nmhc_gt | stuendlich gemittelte Gesamtkonzentration an nicht-metanischem Kohlenwasserstoff |
| c6h6_gt | stuendlich gemittelte Benzolkonzentration |
| pt08_s2_nmhc | stuendlich gemittelte Sensorreaktion (nominell auf NMHC ausgerichtet) (Titandioxid) |
| nox_gt | Echte stuendlich gemittelte NOx-Konzentration |
| pt08_s3_nox | stuendlich gemitteltes Sensoransprechverhalten (nominell auf NOx ausgerichtet) |
| no2_gt | stuendlich gemittelte NO2-Konzentration |
| pt08_s4_no2 | stuendlich gemittelte Sensorreaktion (nominell auf NO2 ausgerichtet) (Wolframoxid) |
| pt08_s5_o3 | stuendlich gemitteltes Sensoransprechverhalten (nominell O3-bezogen) (Indiumoxid) |
| t | Temperatur |
| rh | Relative Luftfeuchtigkeit |
| ah | Absolute Luftfeuchtigkeit |
| month | Monate der Erfassung |
| hour | Stunden der Erfassung |
date has a high cardinality: 7998 distinct values | High cardinality |
co_gt is highly correlated with pt08_s1_co and 8 other fields | High correlation |
pt08_s1_co is highly correlated with co_gt and 8 other fields | High correlation |
nmhc_gt is highly correlated with co_gt and 9 other fields | High correlation |
c6h6_gt is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s2_nmhc is highly correlated with co_gt and 8 other fields | High correlation |
nox_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s3_nox is highly correlated with co_gt and 8 other fields | High correlation |
no2_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s4_no2 is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s5_o3 is highly correlated with co_gt and 8 other fields | High correlation |
t is highly correlated with nmhc_gt and 3 other fields | High correlation |
rh is highly correlated with t | High correlation |
ah is highly correlated with pt08_s4_no2 and 1 other fields | High correlation |
co_gt is highly correlated with pt08_s1_co and 8 other fields | High correlation |
pt08_s1_co is highly correlated with co_gt and 8 other fields | High correlation |
nmhc_gt is highly correlated with co_gt and 8 other fields | High correlation |
c6h6_gt is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s2_nmhc is highly correlated with co_gt and 8 other fields | High correlation |
nox_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s3_nox is highly correlated with co_gt and 8 other fields | High correlation |
no2_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s4_no2 is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s5_o3 is highly correlated with co_gt and 8 other fields | High correlation |
t is highly correlated with pt08_s4_no2 and 2 other fields | High correlation |
rh is highly correlated with t | High correlation |
ah is highly correlated with pt08_s4_no2 and 1 other fields | High correlation |
co_gt is highly correlated with pt08_s1_co and 7 other fields | High correlation |
pt08_s1_co is highly correlated with co_gt and 5 other fields | High correlation |
nmhc_gt is highly correlated with co_gt and 8 other fields | High correlation |
c6h6_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s2_nmhc is highly correlated with co_gt and 5 other fields | High correlation |
nox_gt is highly correlated with co_gt and 4 other fields | High correlation |
pt08_s3_nox is highly correlated with co_gt and 6 other fields | High correlation |
no2_gt is highly correlated with co_gt and 4 other fields | High correlation |
pt08_s4_no2 is highly correlated with nmhc_gt and 1 other fields | High correlation |
pt08_s5_o3 is highly correlated with co_gt and 7 other fields | High correlation |
co_gt is highly correlated with pt08_s1_co and 8 other fields | High correlation |
pt08_s1_co is highly correlated with co_gt and 8 other fields | High correlation |
nmhc_gt is highly correlated with co_gt and 8 other fields | High correlation |
c6h6_gt is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s2_nmhc is highly correlated with co_gt and 8 other fields | High correlation |
nox_gt is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s3_nox is highly correlated with co_gt and 8 other fields | High correlation |
no2_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s4_no2 is highly correlated with co_gt and 9 other fields | High correlation |
pt08_s5_o3 is highly correlated with co_gt and 8 other fields | High correlation |
t is highly correlated with pt08_s4_no2 and 2 other fields | High correlation |
rh is highly correlated with t | High correlation |
ah is highly correlated with pt08_s4_no2 and 1 other fields | High correlation |
co_gt has 1839 (23.0%) missing values | Missing |
pt08_s1_co has 383 (4.8%) missing values | Missing |
nmhc_gt has 7139 (89.3%) missing values | Missing |
c6h6_gt has 492 (6.2%) missing values | Missing |
pt08_s2_nmhc has 2265 (28.3%) missing values | Missing |
nox_gt has 2032 (25.4%) missing values | Missing |
pt08_s3_nox has 503 (6.3%) missing values | Missing |
no2_gt has 1694 (21.2%) missing values | Missing |
pt08_s4_no2 has 414 (5.2%) missing values | Missing |
pt08_s5_o3 has 373 (4.7%) missing values | Missing |
t has 291 (3.6%) missing values | Missing |
rh has 289 (3.6%) missing values | Missing |
ah has 289 (3.6%) missing values | Missing |
date is uniformly distributed | Uniform |
date has unique values | Unique |
Reproduction
| Analysis started | 2022-06-30 10:45:27.294110 |
|---|---|
| Analysis finished | 2022-06-30 10:46:19.926924 |
| Duration | 52.63 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 7998 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 62.6 KiB |
| 2004-03-10 18:00:00 | 1 |
|---|---|
| 2004-10-18 17:00:00 | 1 |
| 2004-10-19 06:00:00 | 1 |
| 2004-10-19 05:00:00 | 1 |
| 2004-10-19 04:00:00 | 1 |
| Other values (7993) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 7998 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2004-03-10 18:00:00 |
|---|---|
| 2nd row | 2004-03-10 19:00:00 |
| 3rd row | 2004-03-10 20:00:00 |
| 4th row | 2004-03-10 21:00:00 |
| 5th row | 2004-03-10 22:00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2004-03-10 18:00:00 | 1 | < 0.1% |
| 2004-10-18 17:00:00 | 1 | < 0.1% |
| 2004-10-19 06:00:00 | 1 | < 0.1% |
| 2004-10-19 05:00:00 | 1 | < 0.1% |
| 2004-10-19 04:00:00 | 1 | < 0.1% |
| 2004-10-19 03:00:00 | 1 | < 0.1% |
| 2004-10-19 02:00:00 | 1 | < 0.1% |
| 2004-10-19 01:00:00 | 1 | < 0.1% |
| 2004-10-19 00:00:00 | 1 | < 0.1% |
| 2004-10-18 23:00:00 | 1 | < 0.1% |
| Other values (7988) | 7988 |
Length
| Value | Count | Frequency (%) |
| 19:00:00 | 334 | 2.1% |
| 20:00:00 | 334 | 2.1% |
| 18:00:00 | 334 | 2.1% |
| 23:00:00 | 334 | 2.1% |
| 22:00:00 | 334 | 2.1% |
| 21:00:00 | 334 | 2.1% |
| 07:00:00 | 333 | 2.1% |
| 08:00:00 | 333 | 2.1% |
| 09:00:00 | 333 | 2.1% |
| 10:00:00 | 333 | 2.1% |
| Other values (348) | 12660 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
co_gt
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte CO-Konzentration
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 1839 |
| Missing (%) | 23.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.043870758 |
| Minimum | 0.1 |
|---|---|
| Maximum | 5.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.1 |
| median | 1.8 |
| Q3 | 2.8 |
| 95-th percentile | 4.5 |
| Maximum | 5.6 |
| Range | 5.5 |
| Interquartile range (IQR) | 1.7 |
Descriptive statistics
| Standard deviation | 1.230392574 |
|---|---|
| Coefficient of variation (CV) | 0.6019913777 |
| Kurtosis | -0.1462069728 |
| Mean | 2.043870758 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 0.7347462252 |
| Sum | 12588.2 |
| Variance | 1.513865885 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 240 | 3.0% |
| 1.6 | 227 | 2.8% |
| 1.7 | 221 | 2.8% |
| 1.4 | 215 | 2.7% |
| 1.5 | 215 | 2.7% |
| 0.7 | 214 | 2.7% |
| 1.3 | 212 | 2.7% |
| 1.2 | 209 | 2.6% |
| 1.1 | 203 | 2.5% |
| 0.8 | 197 | 2.5% |
| Other values (46) | 4006 | |
| (Missing) | 1839 |
| Value | Count | Frequency (%) |
| 0.1 | 25 | 0.3% |
| 0.2 | 37 | 0.5% |
| 0.3 | 87 | 1.1% |
| 0.4 | 134 | |
| 0.5 | 181 | |
| 0.6 | 197 | |
| 0.7 | 214 | |
| 0.8 | 197 | |
| 0.9 | 192 | |
| 1 | 240 |
| Value | Count | Frequency (%) |
| 5.6 | 23 | |
| 5.5 | 19 | |
| 5.4 | 14 | |
| 5.3 | 12 | 0.2% |
| 5.2 | 18 | |
| 5.1 | 21 | |
| 5 | 34 | |
| 4.9 | 28 | |
| 4.8 | 33 | |
| 4.7 | 31 |
pt08_s1_co
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte Sensorreaktion (nominell auf CO ausgerichtet) (Zinnoxid)
| Distinct | 949 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 383 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1089.757321 |
| Minimum | 647 |
|---|---|
| Maximum | 1683 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 647 |
|---|---|
| 5-th percentile | 806 |
| Q1 | 930 |
| median | 1058 |
| Q3 | 1225 |
| 95-th percentile | 1484.3 |
| Maximum | 1683 |
| Range | 1036 |
| Interquartile range (IQR) | 295 |
Descriptive statistics
| Standard deviation | 207.1043801 |
|---|---|
| Coefficient of variation (CV) | 0.1900463306 |
| Kurtosis | -0.3280884965 |
| Mean | 1089.757321 |
| Median Absolute Deviation (MAD) | 143 |
| Skewness | 0.5584003534 |
| Sum | 8298502 |
| Variance | 42892.22426 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 969 | 25 | 0.3% |
| 1100 | 24 | 0.3% |
| 925 | 24 | 0.3% |
| 973 | 24 | 0.3% |
| 966 | 22 | 0.3% |
| 892 | 22 | 0.3% |
| 1050 | 22 | 0.3% |
| 962 | 22 | 0.3% |
| 1124 | 21 | 0.3% |
| 1053 | 21 | 0.3% |
| Other values (939) | 7388 | |
| (Missing) | 383 | 4.8% |
| Value | Count | Frequency (%) |
| 647 | 1 | < 0.1% |
| 649 | 1 | < 0.1% |
| 655 | 1 | < 0.1% |
| 667 | 3 | |
| 669 | 1 | < 0.1% |
| 676 | 1 | < 0.1% |
| 678 | 1 | < 0.1% |
| 679 | 1 | < 0.1% |
| 681 | 1 | < 0.1% |
| 683 | 2 |
| Value | Count | Frequency (%) |
| 1683 | 1 | < 0.1% |
| 1681 | 1 | < 0.1% |
| 1680 | 1 | < 0.1% |
| 1678 | 1 | < 0.1% |
| 1677 | 1 | < 0.1% |
| 1676 | 3 | |
| 1674 | 3 | |
| 1673 | 1 | < 0.1% |
| 1669 | 2 | |
| 1667 | 2 |
nmhc_gt
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte Gesamtkonzentration an nicht-metanischem Kohlenwasserstoff
| Distinct | 379 |
|---|---|
| Distinct (%) | 44.1% |
| Missing | 7139 |
| Missing (%) | 89.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 183.2142026 |
| Minimum | 7 |
|---|---|
| Maximum | 642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 66 |
| median | 137 |
| Q3 | 260.5 |
| 95-th percentile | 509.2 |
| Maximum | 642 |
| Range | 635 |
| Interquartile range (IQR) | 194.5 |
Descriptive statistics
| Standard deviation | 149.7677557 |
|---|---|
| Coefficient of variation (CV) | 0.8174462109 |
| Kurtosis | 0.4255311145 |
| Mean | 183.2142026 |
| Median Absolute Deviation (MAD) | 82 |
| Skewness | 1.120716579 |
| Sum | 157381 |
| Variance | 22430.38064 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 66 | 14 | 0.2% |
| 40 | 9 | 0.1% |
| 29 | 9 | 0.1% |
| 93 | 8 | 0.1% |
| 88 | 8 | 0.1% |
| 55 | 7 | 0.1% |
| 84 | 7 | 0.1% |
| 57 | 7 | 0.1% |
| 60 | 7 | 0.1% |
| 95 | 7 | 0.1% |
| Other values (369) | 776 | 9.7% |
| (Missing) | 7139 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 14 | 2 | |
| 16 | 1 | < 0.1% |
| 17 | 4 | |
| 18 | 2 | |
| 19 | 2 |
| Value | Count | Frequency (%) |
| 642 | 1 | |
| 639 | 1 | |
| 635 | 1 | |
| 633 | 1 | |
| 624 | 1 | |
| 618 | 1 | |
| 609 | 1 | |
| 599 | 1 | |
| 597 | 1 | |
| 592 | 1 |
c6h6_gt
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte Benzolkonzentration
| Distinct | 289 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 492 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.795057288 |
| Minimum | 0.1 |
|---|---|
| Maximum | 28.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 1.8 |
| Q1 | 4.6 |
| median | 8.4 |
| Q3 | 13.9 |
| 95-th percentile | 22.4 |
| Maximum | 28.9 |
| Range | 28.8 |
| Interquartile range (IQR) | 9.3 |
Descriptive statistics
| Standard deviation | 6.437831501 |
|---|---|
| Coefficient of variation (CV) | 0.6572530728 |
| Kurtosis | -0.1028522452 |
| Mean | 9.795057288 |
| Median Absolute Deviation (MAD) | 4.4 |
| Skewness | 0.7879044509 |
| Sum | 73521.7 |
| Variance | 41.44567443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.6 | 68 | 0.9% |
| 3 | 68 | 0.9% |
| 4 | 67 | 0.8% |
| 2.8 | 67 | 0.8% |
| 3.8 | 65 | 0.8% |
| 2.6 | 63 | 0.8% |
| 6 | 62 | 0.8% |
| 5.4 | 62 | 0.8% |
| 3.1 | 61 | 0.8% |
| 6.4 | 59 | 0.7% |
| Other values (279) | 6864 | |
| (Missing) | 492 | 6.2% |
| Value | Count | Frequency (%) |
| 0.1 | 2 | < 0.1% |
| 0.2 | 5 | 0.1% |
| 0.3 | 7 | 0.1% |
| 0.4 | 13 | |
| 0.5 | 15 | |
| 0.6 | 17 | |
| 0.7 | 25 | |
| 0.8 | 18 | |
| 0.9 | 19 | |
| 1 | 17 |
| Value | Count | Frequency (%) |
| 28.9 | 4 | |
| 28.8 | 3 | |
| 28.7 | 2 | < 0.1% |
| 28.6 | 4 | |
| 28.5 | 2 | < 0.1% |
| 28.4 | 2 | < 0.1% |
| 28.3 | 4 | |
| 28.2 | 3 | |
| 28.1 | 2 | < 0.1% |
| 28 | 6 |
pt08_s2_nmhc
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte Sensorreaktion (nominell auf NMHC ausgerichtet) (Titandioxid)
| Distinct | 858 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 2265 |
| Missing (%) | 28.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1051.347811 |
| Minimum | 749 |
|---|---|
| Maximum | 1701 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 749 |
|---|---|
| 5-th percentile | 778 |
| Q1 | 880 |
| median | 1014 |
| Q3 | 1189 |
| 95-th percentile | 1451 |
| Maximum | 1701 |
| Range | 952 |
| Interquartile range (IQR) | 309 |
Descriptive statistics
| Standard deviation | 210.1267813 |
|---|---|
| Coefficient of variation (CV) | 0.1998641925 |
| Kurtosis | -0.2005446695 |
| Mean | 1051.347811 |
| Median Absolute Deviation (MAD) | 149 |
| Skewness | 0.6830040275 |
| Sum | 6027377 |
| Variance | 44153.26421 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 853 | 22 | 0.3% |
| 859 | 20 | 0.3% |
| 776 | 20 | 0.3% |
| 769 | 19 | 0.2% |
| 814 | 19 | 0.2% |
| 880 | 19 | 0.2% |
| 800 | 18 | 0.2% |
| 890 | 18 | 0.2% |
| 962 | 18 | 0.2% |
| 900 | 18 | 0.2% |
| Other values (848) | 5542 | |
| (Missing) | 2265 |
| Value | Count | Frequency (%) |
| 749 | 9 | |
| 750 | 10 | |
| 751 | 11 | |
| 752 | 10 | |
| 753 | 10 | |
| 754 | 12 | |
| 755 | 5 | |
| 756 | 8 | |
| 757 | 8 | |
| 758 | 8 |
| Value | Count | Frequency (%) |
| 1701 | 2 | |
| 1699 | 2 | |
| 1697 | 1 | |
| 1696 | 1 | |
| 1692 | 2 | |
| 1690 | 1 | |
| 1689 | 1 | |
| 1688 | 1 | |
| 1686 | 2 | |
| 1685 | 1 |
nox_gt
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGEchte stuendlich gemittelte NOx-Konzentration
| Distinct | 609 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 2032 |
| Missing (%) | 25.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193.8333892 |
| Minimum | 2 |
|---|---|
| Maximum | 625 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 84.25 |
| median | 152 |
| Q3 | 267 |
| 95-th percentile | 503.75 |
| Maximum | 625 |
| Range | 623 |
| Interquartile range (IQR) | 182.75 |
Descriptive statistics
| Standard deviation | 143.300945 |
|---|---|
| Coefficient of variation (CV) | 0.7392995891 |
| Kurtosis | 0.3956398222 |
| Mean | 193.8333892 |
| Median Absolute Deviation (MAD) | 83 |
| Skewness | 1.065500588 |
| Sum | 1156410 |
| Variance | 20535.16084 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 89 | 39 | 0.5% |
| 65 | 37 | 0.5% |
| 41 | 36 | 0.5% |
| 57 | 32 | 0.4% |
| 51 | 32 | 0.4% |
| 93 | 31 | 0.4% |
| 61 | 31 | 0.4% |
| 46 | 31 | 0.4% |
| 180 | 31 | 0.4% |
| 104 | 30 | 0.4% |
| Other values (599) | 5636 | |
| (Missing) | 2032 | 25.4% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 3 | |
| 11 | 4 | |
| 12 | 4 | |
| 13 | 4 |
| Value | Count | Frequency (%) |
| 625 | 2 | |
| 624 | 2 | |
| 623 | 1 | < 0.1% |
| 622 | 3 | |
| 621 | 1 | < 0.1% |
| 620 | 2 | |
| 619 | 1 | < 0.1% |
| 618 | 1 | < 0.1% |
| 617 | 2 | |
| 615 | 3 |
pt08_s3_nox
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemitteltes Sensoransprechverhalten (nominell auf NOx ausgerichtet)
| Distinct | 1035 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 503 |
| Missing (%) | 6.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 825.3547698 |
| Minimum | 322 |
|---|---|
| Maximum | 1452 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 322 |
|---|---|
| 5-th percentile | 490 |
| Q1 | 667 |
| median | 809 |
| Q3 | 966 |
| 95-th percentile | 1225 |
| Maximum | 1452 |
| Range | 1130 |
| Interquartile range (IQR) | 299 |
Descriptive statistics
| Standard deviation | 219.5969097 |
|---|---|
| Coefficient of variation (CV) | 0.2660636585 |
| Kurtosis | -0.2633202158 |
| Mean | 825.3547698 |
| Median Absolute Deviation (MAD) | 149 |
| Skewness | 0.3648026279 |
| Sum | 6186034 |
| Variance | 48222.80273 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 846 | 24 | 0.3% |
| 733 | 24 | 0.3% |
| 767 | 22 | 0.3% |
| 816 | 21 | 0.3% |
| 800 | 21 | 0.3% |
| 685 | 20 | 0.3% |
| 876 | 20 | 0.3% |
| 765 | 20 | 0.3% |
| 764 | 19 | 0.2% |
| 822 | 19 | 0.2% |
| Other values (1025) | 7285 | |
| (Missing) | 503 | 6.3% |
| Value | Count | Frequency (%) |
| 322 | 1 | |
| 325 | 2 | |
| 328 | 1 | |
| 330 | 1 | |
| 334 | 1 | |
| 335 | 1 | |
| 340 | 2 | |
| 341 | 1 | |
| 347 | 2 | |
| 348 | 1 |
| Value | Count | Frequency (%) |
| 1452 | 2 | |
| 1451 | 3 | |
| 1450 | 2 | |
| 1449 | 2 | |
| 1448 | 1 | < 0.1% |
| 1447 | 1 | < 0.1% |
| 1445 | 1 | < 0.1% |
| 1442 | 1 | < 0.1% |
| 1441 | 1 | < 0.1% |
| 1440 | 1 | < 0.1% |
no2_gt
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte NO2-Konzentration
| Distinct | 215 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 1694 |
| Missing (%) | 21.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.8553299 |
| Minimum | 2 |
|---|---|
| Maximum | 220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 41 |
| Q1 | 73 |
| median | 103 |
| Q3 | 131 |
| 95-th percentile | 180 |
| Maximum | 220 |
| Range | 218 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 41.93701233 |
|---|---|
| Coefficient of variation (CV) | 0.3999511742 |
| Kurtosis | -0.3530773838 |
| Mean | 104.8553299 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 0.3108419796 |
| Sum | 661008 |
| Variance | 1758.713003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 97 | 72 | 0.9% |
| 95 | 69 | 0.9% |
| 101 | 67 | 0.8% |
| 96 | 66 | 0.8% |
| 121 | 65 | 0.8% |
| 114 | 65 | 0.8% |
| 119 | 64 | 0.8% |
| 107 | 64 | 0.8% |
| 110 | 64 | 0.8% |
| 112 | 63 | 0.8% |
| Other values (205) | 5645 | |
| (Missing) | 1694 | 21.2% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 5 |
| Value | Count | Frequency (%) |
| 220 | 3 | < 0.1% |
| 219 | 3 | < 0.1% |
| 218 | 4 | 0.1% |
| 217 | 6 | |
| 216 | 4 | 0.1% |
| 215 | 4 | 0.1% |
| 214 | 6 | |
| 213 | 4 | 0.1% |
| 212 | 10 | |
| 211 | 3 | < 0.1% |
pt08_s4_no2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte Sensorreaktion (nominell auf NO2 ausgerichtet) (Wolframoxid)
| Distinct | 1440 |
|---|---|
| Distinct (%) | 19.0% |
| Missing | 414 |
| Missing (%) | 5.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1493.76635 |
| Minimum | 702 |
|---|---|
| Maximum | 2307 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 702 |
|---|---|
| 5-th percentile | 940.15 |
| Q1 | 1303 |
| median | 1503 |
| Q3 | 1696.25 |
| 95-th percentile | 2008 |
| Maximum | 2307 |
| Range | 1605 |
| Interquartile range (IQR) | 393.25 |
Descriptive statistics
| Standard deviation | 310.6669619 |
|---|---|
| Coefficient of variation (CV) | 0.207975606 |
| Kurtosis | -0.2016777694 |
| Mean | 1493.76635 |
| Median Absolute Deviation (MAD) | 197 |
| Skewness | -0.0790771727 |
| Sum | 11328724 |
| Variance | 96513.96123 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1580 | 22 | 0.3% |
| 1539 | 20 | 0.3% |
| 1488 | 19 | 0.2% |
| 1467 | 19 | 0.2% |
| 1638 | 19 | 0.2% |
| 1418 | 18 | 0.2% |
| 1570 | 17 | 0.2% |
| 1511 | 17 | 0.2% |
| 1481 | 16 | 0.2% |
| 1321 | 16 | 0.2% |
| Other values (1430) | 7401 | |
| (Missing) | 414 | 5.2% |
| Value | Count | Frequency (%) |
| 702 | 2 | |
| 709 | 2 | |
| 717 | 2 | |
| 718 | 1 | |
| 719 | 1 | |
| 720 | 1 | |
| 722 | 1 | |
| 726 | 2 | |
| 727 | 2 | |
| 728 | 1 |
| Value | Count | Frequency (%) |
| 2307 | 1 | |
| 2306 | 1 | |
| 2305 | 2 | |
| 2301 | 2 | |
| 2299 | 1 | |
| 2298 | 1 | |
| 2289 | 1 | |
| 2288 | 2 | |
| 2287 | 1 | |
| 2283 | 1 |
pt08_s5_o3
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemitteltes Sensoransprechverhalten (nominell O3-bezogen) (Indiumoxid)
| Distinct | 1604 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 373 |
| Missing (%) | 4.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1011.02977 |
| Minimum | 253 |
|---|---|
| Maximum | 2073 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 253 |
|---|---|
| 5-th percentile | 469 |
| Q1 | 735 |
| median | 956 |
| Q3 | 1256 |
| 95-th percentile | 1704.8 |
| Maximum | 2073 |
| Range | 1820 |
| Interquartile range (IQR) | 521 |
Descriptive statistics
| Standard deviation | 375.2464147 |
|---|---|
| Coefficient of variation (CV) | 0.3711526858 |
| Kurtosis | -0.3161894148 |
| Mean | 1011.02977 |
| Median Absolute Deviation (MAD) | 252 |
| Skewness | 0.5027411467 |
| Sum | 7709102 |
| Variance | 140809.8718 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 836 | 19 | 0.2% |
| 825 | 18 | 0.2% |
| 777 | 17 | 0.2% |
| 826 | 17 | 0.2% |
| 799 | 17 | 0.2% |
| 737 | 15 | 0.2% |
| 926 | 15 | 0.2% |
| 712 | 14 | 0.2% |
| 594 | 14 | 0.2% |
| 853 | 14 | 0.2% |
| Other values (1594) | 7465 | |
| (Missing) | 373 | 4.7% |
| Value | Count | Frequency (%) |
| 253 | 1 | < 0.1% |
| 261 | 1 | < 0.1% |
| 263 | 1 | < 0.1% |
| 266 | 1 | < 0.1% |
| 268 | 1 | < 0.1% |
| 274 | 3 | |
| 282 | 1 | < 0.1% |
| 283 | 1 | < 0.1% |
| 286 | 1 | < 0.1% |
| 288 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2073 | 1 | < 0.1% |
| 2069 | 1 | < 0.1% |
| 2068 | 1 | < 0.1% |
| 2066 | 1 | < 0.1% |
| 2062 | 1 | < 0.1% |
| 2059 | 1 | < 0.1% |
| 2058 | 1 | < 0.1% |
| 2056 | 1 | < 0.1% |
| 2054 | 1 | < 0.1% |
| 2051 | 3 |
| Distinct | 417 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 291 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.46956014 |
| Minimum | 0.3 |
|---|---|
| Maximum | 43.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 5.7 |
| Q1 | 13.1 |
| median | 19.3 |
| Q3 | 25.4 |
| 95-th percentile | 35.2 |
| Maximum | 43.4 |
| Range | 43.1 |
| Interquartile range (IQR) | 12.3 |
Descriptive statistics
| Standard deviation | 8.6540469 |
|---|---|
| Coefficient of variation (CV) | 0.4444911358 |
| Kurtosis | -0.4785626279 |
| Mean | 19.46956014 |
| Median Absolute Deviation (MAD) | 6.1 |
| Skewness | 0.244441862 |
| Sum | 150051.9 |
| Variance | 74.89252775 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.8 | 55 | 0.7% |
| 21.3 | 50 | 0.6% |
| 20.2 | 47 | 0.6% |
| 19.8 | 46 | 0.6% |
| 23.7 | 43 | 0.5% |
| 21.7 | 42 | 0.5% |
| 15.6 | 42 | 0.5% |
| 13.8 | 42 | 0.5% |
| 14.6 | 41 | 0.5% |
| 19.7 | 41 | 0.5% |
| Other values (407) | 7258 | |
| (Missing) | 291 | 3.6% |
| Value | Count | Frequency (%) |
| 0.3 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.8 | 3 | |
| 1 | 3 | |
| 1.2 | 3 | |
| 1.3 | 4 | |
| 1.4 | 4 | |
| 1.5 | 2 | |
| 1.6 | 2 | |
| 1.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 43.4 | 1 | < 0.1% |
| 43.1 | 1 | < 0.1% |
| 42.8 | 3 | |
| 42.7 | 1 | < 0.1% |
| 42.6 | 1 | < 0.1% |
| 42.5 | 1 | < 0.1% |
| 42.2 | 2 | |
| 42 | 2 | |
| 41.9 | 2 | |
| 41.8 | 2 |
rh
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGRelative Luftfeuchtigkeit
| Distinct | 748 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 289 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.96924374 |
| Minimum | 9.2 |
|---|---|
| Maximum | 88.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 9.2 |
|---|---|
| 5-th percentile | 20.1 |
| Q1 | 35.5 |
| median | 49.4 |
| Q3 | 62.1 |
| 95-th percentile | 77.3 |
| Maximum | 88.7 |
| Range | 79.5 |
| Interquartile range (IQR) | 26.6 |
Descriptive statistics
| Standard deviation | 17.28637789 |
|---|---|
| Coefficient of variation (CV) | 0.3530047959 |
| Kurtosis | -0.8243365121 |
| Mean | 48.96924374 |
| Median Absolute Deviation (MAD) | 13.2 |
| Skewness | -0.0500365358 |
| Sum | 377503.9 |
| Variance | 298.8188606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53.1 | 29 | 0.4% |
| 57.9 | 26 | 0.3% |
| 50.8 | 25 | 0.3% |
| 61.1 | 25 | 0.3% |
| 60.8 | 25 | 0.3% |
| 57.6 | 24 | 0.3% |
| 50.9 | 24 | 0.3% |
| 50.1 | 24 | 0.3% |
| 42.8 | 23 | 0.3% |
| 45.9 | 23 | 0.3% |
| Other values (738) | 7461 | |
| (Missing) | 289 | 3.6% |
| Value | Count | Frequency (%) |
| 9.2 | 2 | |
| 9.3 | 1 | |
| 9.6 | 1 | |
| 9.8 | 1 | |
| 9.9 | 1 | |
| 10 | 2 | |
| 10.2 | 1 | |
| 10.7 | 1 | |
| 10.9 | 1 | |
| 11.6 | 1 |
| Value | Count | Frequency (%) |
| 88.7 | 1 | < 0.1% |
| 87.2 | 1 | < 0.1% |
| 87.1 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 86.6 | 1 | < 0.1% |
| 86.5 | 2 | |
| 86 | 1 | < 0.1% |
| 85.7 | 3 | |
| 85.6 | 1 | < 0.1% |
| 85.5 | 1 | < 0.1% |
ah
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGAbsolute Luftfeuchtigkeit
| Distinct | 5917 |
|---|---|
| Distinct (%) | 76.8% |
| Missing | 289 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.082098625 |
| Minimum | 0.1988 |
|---|---|
| Maximum | 2.231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 0.1988 |
|---|---|
| 5-th percentile | 0.4307 |
| Q1 | 0.8167 |
| median | 1.0468 |
| Q3 | 1.3713 |
| 95-th percentile | 1.74482 |
| Maximum | 2.231 |
| Range | 2.0322 |
| Interquartile range (IQR) | 0.5546 |
Descriptive statistics
| Standard deviation | 0.3946499539 |
|---|---|
| Coefficient of variation (CV) | 0.364707934 |
| Kurtosis | -0.5442091378 |
| Mean | 1.082098625 |
| Median Absolute Deviation (MAD) | 0.2751 |
| Skewness | 0.163900465 |
| Sum | 8341.8983 |
| Variance | 0.1557485861 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8394 | 6 | 0.1% |
| 1.1199 | 6 | 0.1% |
| 0.8736 | 5 | 0.1% |
| 0.9271 | 5 | 0.1% |
| 0.8325 | 5 | 0.1% |
| 0.9684 | 5 | 0.1% |
| 1.0594 | 5 | 0.1% |
| 0.8944 | 4 | 0.1% |
| 1.0551 | 4 | 0.1% |
| 1.1665 | 4 | 0.1% |
| Other values (5907) | 7660 | |
| (Missing) | 289 | 3.6% |
| Value | Count | Frequency (%) |
| 0.1988 | 1 | |
| 0.2029 | 1 | |
| 0.218 | 1 | |
| 0.2185 | 1 | |
| 0.2193 | 1 | |
| 0.2397 | 1 | |
| 0.242 | 1 | |
| 0.2462 | 1 | |
| 0.2477 | 1 | |
| 0.2581 | 1 |
| Value | Count | Frequency (%) |
| 2.231 | 1 | |
| 2.1806 | 1 | |
| 2.1766 | 1 | |
| 2.1719 | 1 | |
| 2.1395 | 1 | |
| 2.1362 | 1 | |
| 2.1247 | 1 | |
| 2.1195 | 1 | |
| 2.117 | 1 | |
| 2.1164 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| date | co_gt | pt08_s1_co | nmhc_gt | c6h6_gt | pt08_s2_nmhc | nox_gt | pt08_s3_nox | no2_gt | pt08_s4_no2 | pt08_s5_o3 | t | rh | ah | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2004-03-10 18:00:00 | 2.6 | 1360.0 | 150.0 | 11.9 | 1046.0 | 166.0 | 1056.0 | 113.0 | 1692.0 | 1268.0 | 13.6 | 48.9 | 0.7578 |
| 1 | 2004-03-10 19:00:00 | 2.0 | 1292.0 | 112.0 | 9.4 | 955.0 | 103.0 | 1174.0 | 92.0 | 1559.0 | 972.0 | 13.3 | 47.7 | 0.7255 |
| 2 | 2004-03-10 20:00:00 | 2.2 | 1402.0 | 88.0 | 9.0 | 939.0 | 131.0 | 1140.0 | 114.0 | 1555.0 | 1074.0 | 11.9 | 54.0 | 0.7502 |
| 3 | 2004-03-10 21:00:00 | 2.2 | 1376.0 | 80.0 | 9.2 | 948.0 | 172.0 | 1092.0 | 122.0 | 1584.0 | 1203.0 | 11.0 | 60.0 | 0.7867 |
| 4 | 2004-03-10 22:00:00 | 1.6 | 1272.0 | 51.0 | 6.5 | 836.0 | 131.0 | 1205.0 | 116.0 | 1490.0 | 1110.0 | 11.2 | 59.6 | 0.7888 |
| 5 | 2004-03-10 23:00:00 | 1.2 | 1197.0 | 38.0 | 4.7 | 750.0 | 89.0 | 1337.0 | 96.0 | 1393.0 | 949.0 | 11.2 | 59.2 | 0.7848 |
| 6 | 2004-03-11 00:00:00 | 1.2 | 1185.0 | 31.0 | 3.6 | NaN | 62.0 | NaN | 77.0 | 1333.0 | 733.0 | 11.3 | 56.8 | 0.7603 |
| 7 | 2004-03-11 01:00:00 | 1.0 | 1136.0 | 31.0 | 3.3 | NaN | 62.0 | NaN | 76.0 | 1333.0 | 730.0 | 10.7 | 60.0 | 0.7702 |
| 8 | 2004-03-11 02:00:00 | 0.9 | 1094.0 | 24.0 | 2.3 | NaN | 45.0 | NaN | 60.0 | 1276.0 | 620.0 | 10.7 | 59.7 | 0.7648 |
| 9 | 2004-03-11 03:00:00 | 0.6 | 1010.0 | 19.0 | 1.7 | NaN | NaN | NaN | NaN | 1235.0 | 501.0 | 10.3 | 60.2 | 0.7517 |
Last rows
| date | co_gt | pt08_s1_co | nmhc_gt | c6h6_gt | pt08_s2_nmhc | nox_gt | pt08_s3_nox | no2_gt | pt08_s4_no2 | pt08_s5_o3 | t | rh | ah | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7988 | 2005-02-06 14:00:00 | 1.0 | 868.0 | NaN | 2.1 | NaN | 127.0 | 1081.0 | 100.0 | 753.0 | 420.0 | 10.6 | 26.0 | 0.3320 |
| 7989 | 2005-02-06 15:00:00 | 0.8 | 868.0 | NaN | 1.9 | NaN | 96.0 | 1128.0 | 78.0 | 755.0 | 363.0 | 10.3 | 27.7 | 0.3481 |
| 7990 | 2005-02-06 16:00:00 | 1.0 | 904.0 | NaN | 2.7 | NaN | 138.0 | 1040.0 | 100.0 | 789.0 | 410.0 | 10.2 | 28.3 | 0.3516 |
| 7991 | 2005-02-06 17:00:00 | 1.4 | 944.0 | NaN | 3.7 | NaN | 217.0 | 928.0 | 150.0 | 832.0 | 568.0 | 9.2 | 29.9 | 0.3479 |
| 7992 | 2005-02-06 18:00:00 | 1.1 | 925.0 | NaN | 2.9 | NaN | 186.0 | 1003.0 | 142.0 | 819.0 | 570.0 | 6.9 | 36.4 | 0.3635 |
| 7993 | 2005-02-06 19:00:00 | 1.6 | 985.0 | NaN | 4.5 | NaN | 227.0 | 891.0 | 165.0 | 875.0 | 774.0 | 6.0 | 38.0 | 0.3584 |
| 7994 | 2005-02-06 20:00:00 | 1.8 | 1002.0 | NaN | 5.3 | 780.0 | 252.0 | 855.0 | 179.0 | 892.0 | 857.0 | 5.8 | 36.4 | 0.3385 |
| 7995 | 2005-02-06 21:00:00 | 1.4 | 938.0 | NaN | 3.7 | NaN | 193.0 | 937.0 | 149.0 | 805.0 | 737.0 | 5.8 | 35.4 | 0.3286 |
| 7996 | 2005-02-06 22:00:00 | 1.1 | 896.0 | NaN | 2.6 | NaN | 158.0 | 1033.0 | 126.0 | 782.0 | 610.0 | 5.4 | 36.6 | 0.3304 |
| 7997 | 2005-02-06 23:00:00 | 1.0 | 907.0 | NaN | 2.4 | NaN | 150.0 | 1052.0 | 120.0 | 782.0 | 627.0 | 5.1 | 37.9 | 0.3358 |